Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:07 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675569662535 |
| 1990-02-01 | 13.9868168551321 |
| 1990-03-01 | 14.0808535782308 |
| 1990-04-01 | 14.0768114144278 |
| 1990-05-01 | 14.1414455748924 |
| 1990-06-01 | 14.2805225597986 |
| 1990-07-01 | 14.4982389156454 |
| 1990-08-01 | 14.6120899343492 |
| 1990-09-01 | 14.6701147188177 |
| 1990-10-01 | 14.7178716207453 |
| 1990-11-01 | 14.8014463404494 |
| 1990-12-01 | 14.8615805495287 |
| 1991-01-01 | 15.1622837555130 |
| 1991-02-01 | 15.1825904523455 |
| 1991-03-01 | 15.2767205659535 |
| 1991-04-01 | 15.1704877867919 |
| 1991-05-01 | 15.2399215511356 |
| 1991-06-01 | 15.1893042515046 |
| 1991-07-01 | 15.2063944926679 |
| 1991-08-01 | 15.4412715786625 |
| 1991-09-01 | 15.3708743075363 |
| 1991-10-01 | 15.4069338997167 |
| 1991-11-01 | 15.5772750125566 |
| 1991-12-01 | 15.6444577387118 |
| 1992-01-01 | 15.5813175851695 |
| 1992-02-01 | 15.6902245320285 |
| 1992-03-01 | 15.5878678695165 |
| 1992-04-01 | 15.7577012857657 |
| 1992-05-01 | 15.9390506129306 |
| 1992-06-01 | 15.8904661521997 |
| 1992-07-01 | 15.8113340863384 |
| 1992-08-01 | 15.8621142845798 |
| 1992-09-01 | 15.8694854274253 |
| 1992-10-01 | 15.9942774803122 |
| 1992-11-01 | 15.8446127688312 |
| 1992-12-01 | 15.9337522996322 |
| 1993-01-01 | 15.9116151063607 |
| 1993-02-01 | 15.8091892678065 |
| 1993-03-01 | 16.0103852850999 |
| 1993-04-01 | 16.2431250913413 |
| 1993-05-01 | 16.2348282941068 |
| 1993-06-01 | 16.2776591408951 |
| 1993-07-01 | 16.4178272070024 |
| 1993-08-01 | 16.2819565394203 |
| 1993-09-01 | 16.4623136065497 |
| 1993-10-01 | 16.3762747615803 |
| 1993-11-01 | 16.4140854626464 |
| 1993-12-01 | 16.3198094692941 |
| 1994-01-01 | 16.5474666152140 |
| 1994-02-01 | 16.5319005084883 |
| 1994-03-01 | 16.5319159498545 |
| 1994-04-01 | 16.4277690616144 |
| 1994-05-01 | 16.4363386206472 |
| 1994-06-01 | 16.5609791152157 |
| 1994-07-01 | 16.5121338480939 |
| 1994-08-01 | 16.4857902794949 |
| 1994-09-01 | 16.5372171423581 |
| 1994-10-01 | 16.7750534532126 |
| 1994-11-01 | 16.8903195933934 |
| 1994-12-01 | 17.0197420355536 |
| 1995-01-01 | 16.8693746390098 |
| 1995-02-01 | 17.0489086510711 |
| 1995-03-01 | 17.1487479190818 |
| 1995-04-01 | 17.2240345959543 |
| 1995-05-01 | 17.2304316167832 |
| 1995-06-01 | 17.2380136478866 |
| 1995-07-01 | 17.5341139280622 |
| 1995-08-01 | 17.7051475201368 |
| 1995-09-01 | 17.6227300550850 |
| 1995-10-01 | 17.6711462025510 |
| 1995-11-01 | 17.8748156906462 |
| 1995-12-01 | 17.8116265203804 |
| 1996-01-01 | 17.3823496466684 |
| 1996-02-01 | 17.3596308706040 |
| 1996-03-01 | 17.3572815300807 |
| 1996-04-01 | 17.7272375815200 |
| 1996-05-01 | 17.7319627600164 |
| 1996-06-01 | 17.6207259010418 |
| 1996-07-01 | 17.6363068544078 |
| 1996-08-01 | 17.6804162152584 |
| 1996-09-01 | 17.8115152230856 |
| 1996-10-01 | 17.7803823054401 |
| 1996-11-01 | 17.6858370107216 |
| 1996-12-01 | 17.8189267704397 |
| 1997-01-01 | 17.7841791536380 |
| 1997-02-01 | 17.8703509572834 |
| 1997-03-01 | 18.1656311306838 |
| 1997-04-01 | 17.9346882911035 |
| 1997-05-01 | 17.9234451024029 |
| 1997-06-01 | 18.3079390358491 |
| 1997-07-01 | 18.1453278688918 |
| 1997-08-01 | 18.2738991812410 |
| 1997-09-01 | 18.4115112395237 |
| 1997-10-01 | 18.2691215053422 |
| 1997-11-01 | 18.3959532753488 |
| 1997-12-01 | 18.3133170456456 |
| 1998-01-01 | 18.5849861966301 |
| 1998-02-01 | 18.6858303694870 |
| 1998-03-01 | 18.6703250486116 |
| 1998-04-01 | 19.3322878009416 |
| 1998-05-01 | 19.5211397143502 |
| 1998-06-01 | 19.5125246510848 |
| 1998-07-01 | 19.2407345365629 |
| 1998-08-01 | 19.3734262580073 |
| 1998-09-01 | 19.3096756434874 |
| 1998-10-01 | 19.4563813092040 |
| 1998-11-01 | 19.5090225832324 |
| 1998-12-01 | 19.6152797256446 |
| 1999-01-01 | 19.5734895885226 |
| 1999-02-01 | 19.5948434383113 |
| 1999-03-01 | 19.5715340627863 |
| 1999-04-01 | 19.6320498659665 |
| 1999-05-01 | 19.6182834437560 |
| 1999-06-01 | 19.7027763443664 |
| 1999-07-01 | 19.9289441686209 |
| 1999-08-01 | 19.9705771568134 |
| 1999-09-01 | 19.9298715280374 |
| 1999-10-01 | 20.3355520427542 |
| 1999-11-01 | 20.4205113226751 |
| 1999-12-01 | 20.6180342688753 |
| 2000-01-01 | 20.5759318899705 |
| 2000-02-01 | 20.5924464574807 |
| 2000-03-01 | 20.7656598955194 |
| 2000-04-01 | 20.7215129228962 |
| 2000-05-01 | 20.7220960989166 |
| 2000-06-01 | 20.7112228753173 |
| 2000-07-01 | 20.8151616597039 |
| 2000-08-01 | 20.7691007604782 |
| 2000-09-01 | 20.7413708366495 |
| 2000-10-01 | 20.7232886960740 |
| 2000-11-01 | 20.7438541799523 |
| 2000-12-01 | 20.6473076856567 |
| 2001-01-01 | 20.7850929230289 |
| 2001-02-01 | 20.7870079501938 |
| 2001-03-01 | 20.7572979678589 |
| 2001-04-01 | 21.2003419960873 |
| 2001-05-01 | 21.4137362578686 |
| 2001-06-01 | 21.4055456560090 |
| 2001-07-01 | 21.8219858756222 |
| 2001-08-01 | 21.9856145773124 |
| 2001-09-01 | 22.0456773332673 |
| 2001-10-01 | 22.1066478342929 |
| 2001-11-01 | 22.1561977886155 |
| 2001-12-01 | 22.3574588798581 |
| 2002-01-01 | 22.6108513095605 |
| 2002-02-01 | 22.5686089318588 |
| 2002-03-01 | 22.5380857761019 |
| 2002-04-01 | 22.6764535250602 |
| 2002-05-01 | 22.7059534787283 |
| 2002-06-01 | 22.8975812000514 |
| 2002-07-01 | 22.6329168201482 |
| 2002-08-01 | 22.8912253868629 |
| 2002-09-01 | 22.9241282028724 |
| 2002-10-01 | 23.2150028319675 |
| 2002-11-01 | 23.3869381991026 |
| 2002-12-01 | 23.3704584576219 |
| 2003-01-01 | 23.4361064500229 |
| 2003-02-01 | 23.6441688810362 |
| 2003-03-01 | 23.6270380926057 |
| 2003-04-01 | 23.5570002117586 |
| 2003-05-01 | 23.5982829404806 |
| 2003-06-01 | 23.6757083179243 |
| 2003-07-01 | 23.6571791515008 |
| 2003-08-01 | 23.6846010239790 |
| 2003-09-01 | 23.9092468998269 |
| 2003-10-01 | 23.9345802168602 |
| 2003-11-01 | 23.9072550141109 |
| 2003-12-01 | 23.8680712476059 |
| 2004-01-01 | 24.1706006639247 |
| 2004-02-01 | 24.2202068649177 |
| 2004-03-01 | 24.4231279042981 |
| 2004-04-01 | 24.6506625267119 |
| 2004-05-01 | 24.6050038426340 |
| 2004-06-01 | 24.7780390433321 |
| 2004-07-01 | 24.5689212576557 |
| 2004-08-01 | 24.5606407426339 |
| 2004-09-01 | 24.4797389436972 |
| 2004-10-01 | 24.7467972037858 |
| 2004-11-01 | 24.8177742458584 |
| 2004-12-01 | 24.9475269688742 |
| 2005-01-01 | 24.9033575261354 |
| 2005-02-01 | 25.1223514941831 |
| 2005-03-01 | 25.2336060209370 |
| 2005-04-01 | 25.2517991358461 |
| 2005-05-01 | 25.4084265995821 |
| 2005-06-01 | 25.4906200140024 |
| 2005-07-01 | 25.5759037281464 |
| 2005-08-01 | 25.6162751372165 |
| 2005-09-01 | 25.7613733113838 |
| 2005-10-01 | 25.6550878023548 |
| 2005-11-01 | 25.8015952001719 |
| 2005-12-01 | 26.1251026245222 |
| 2006-01-01 | 26.2429243542338 |
| 2006-02-01 | 26.3389514186616 |
| 2006-03-01 | 26.4496445858254 |
| 2006-04-01 | 26.6620681446260 |
| 2006-05-01 | 26.5967908030239 |
| 2006-06-01 | 26.9269203878637 |
| 2006-07-01 | 27.1792207660539 |
| 2006-08-01 | 27.3656500161194 |
| 2006-09-01 | 27.3455165272053 |
| 2006-10-01 | 27.3544649004207 |
| 2006-11-01 | 27.4892011759054 |
| 2006-12-01 | 27.5120889588691 |
| 2007-01-01 | 27.5636584111151 |
| 2007-02-01 | 27.6593625559596 |
| 2007-03-01 | 27.6730388956108 |
| 2007-04-01 | 27.4584364177919 |
| 2007-05-01 | 27.5824237341696 |
| 2007-06-01 | 27.8547438937948 |
| 2007-07-01 | 28.2798509057437 |
| 2007-08-01 | 28.2137139055722 |
| 2007-09-01 | 28.3599161151415 |
| 2007-10-01 | 28.5492244432990 |
| 2007-11-01 | 28.5737895913720 |
| 2007-12-01 | 28.5218986678385 |
| 2008-01-01 | 28.4756982703150 |
| 2008-02-01 | 28.4569500161058 |
| 2008-03-01 | 28.4815259459589 |
| 2008-04-01 | 28.5467532185407 |
| 2008-05-01 | 28.7601102483909 |
| 2008-06-01 | 28.6847053940852 |
| 2008-07-01 | 28.5840876689641 |
| 2008-08-01 | 28.7012874750853 |
| 2008-09-01 | 28.5690816514196 |
| 2008-10-01 | 28.5331412875509 |
| 2008-11-01 | 28.6793555457675 |
| 2008-12-01 | 28.6517688750155 |
| 2009-01-01 | 28.5742930313651 |
| 2009-02-01 | 28.5459229221137 |
| 2009-03-01 | 28.6804284718489 |
| 2009-04-01 | 28.6121734422082 |
| 2009-05-01 | 28.8358275279725 |
| 2009-06-01 | 28.7987574276297 |
| 2009-07-01 | 29.2073428778782 |
| 2009-08-01 | 29.3333020661595 |
| 2009-09-01 | 29.0894962376204 |
| 2009-10-01 | 29.2180006073788 |
| 2009-11-01 | 29.2797355530795 |
| 2009-12-01 | 29.4762300188532 |
| 2010-01-01 | 29.7752255962120 |
| 2010-02-01 | 29.9015080573013 |
| 2010-03-01 | 30.0529326908386 |
| 2010-04-01 | 30.2542876699417 |
| 2010-05-01 | 30.0938911202786 |
| 2010-06-01 | 30.4571383504508 |
| 2010-07-01 | 30.3634604600702 |
| 2010-08-01 | 30.4268578042446 |
| 2010-09-01 | 30.2875263075080 |
| 2010-10-01 | 30.3934579693818 |
| 2010-11-01 | 30.3692697562036 |
| 2010-12-01 | 30.3975703756705 |
| 2011-01-01 | 30.4709759973254 |
| 2011-02-01 | 30.4299020532119 |
| 2011-03-01 | 30.2980856147805 |
| 2011-04-01 | 30.2876758927988 |
| 2011-05-01 | 30.3810494282162 |
| 2011-06-01 | 30.6215119315809 |
| 2011-07-01 | 30.3334160660899 |
| 2011-08-01 | 30.3480385592159 |
| 2011-09-01 | 30.3790446117056 |
| 2011-10-01 | 30.2743636715564 |
| 2011-11-01 | 30.1406226283494 |
| 2011-12-01 | 30.2168108898755 |
| 2012-01-01 | 29.9550409084230 |
| 2012-02-01 | 29.8319817450636 |
| 2012-03-01 | 29.8220850970807 |
| 2012-04-01 | 29.9339813926009 |
| 2012-05-01 | 29.9913823862596 |
| 2012-06-01 | 30.2221738820233 |
| 2012-07-01 | 30.3309988603803 |
| 2012-08-01 | 30.2881246269427 |
| 2012-09-01 | 30.1462276484695 |
| 2012-10-01 | 30.2346643251392 |
| 2012-11-01 | 30.2889321888887 |
| 2012-12-01 | 30.3248771970996 |
| 2013-01-01 | 30.8558455447731 |
| 2013-02-01 | 30.6152616043767 |
| 2013-03-01 | 30.7257590225009 |
| 2013-04-01 | 31.3588235251530 |
| 2013-05-01 | 31.2046937831417 |
| 2013-06-01 | 31.0531823886894 |
| 2013-07-01 | 31.1529706863009 |
| 2013-08-01 | 31.2471325033527 |
| 2013-09-01 | 31.7206538187524 |
| 2013-10-01 | 31.5842726708250 |
| 2013-11-01 | 31.7168156766470 |
| 2013-12-01 | 31.5146390525012 |
| 2014-01-01 | 31.4454138638562 |
| 2014-02-01 | 31.4969967328817 |
| 2014-03-01 | 31.5361020997029 |
| 2014-04-01 | 31.3047370758392 |
| 2014-05-01 | 31.2219184111835 |
| 2014-06-01 | 31.1815172354782 |
| 2014-07-01 | 30.9431471531549 |
| 2014-08-01 | 30.9648689698822 |
| 2014-09-01 | 31.1929886962162 |
| 2014-10-01 | 31.2473607923852 |
| 2014-11-01 | 31.9666149103126 |
| 2014-12-01 | 31.8078352234003 |
| 2015-01-01 | 31.4339364010894 |
| 2015-02-01 | 31.5133468509144 |
| 2015-03-01 | 31.4808574520522 |
| 2015-04-01 | 31.3406122507696 |
| 2015-05-01 | 31.2491146839118 |
| 2015-06-01 | 31.3722721066173 |
| 2015-07-01 | 31.6379730985976 |
| 2015-08-01 | 31.7892954607690 |
| 2015-09-01 | 31.7813162649485 |
| 2015-10-01 | 31.8119187708798 |
| 2015-11-01 | 31.7315354353448 |
| 2015-12-01 | 31.6869844452845 |
| 2016-01-01 | 32.1175244528932 |
| 2016-02-01 | 31.9542896822322 |
| 2016-03-01 | 31.9611617810670 |
| 2016-04-01 | 31.8751880625881 |
| 2016-05-01 | 31.8745234334592 |
| 2016-06-01 | 31.7389548345249 |
| 2016-07-01 | 31.7938522449459 |
| 2016-08-01 | 31.7561450409485 |
| 2016-09-01 | 31.7691733886193 |
| 2016-10-01 | 31.8821547436465 |
| 2016-11-01 | 31.8911186386804 |
| 2016-12-01 | 32.0681776100586 |
| 2017-01-01 | 32.4061901938054 |
| 2017-02-01 | 32.1293842349669 |
| 2017-03-01 | 32.1730893644797 |
| 2017-04-01 | 32.3228763578545 |
| 2017-05-01 | 32.4050150479019 |
| 2017-06-01 | 32.3808291764752 |
| 2017-07-01 | 32.4478294440422 |
| 2017-08-01 | 32.4240107470801 |
| 2017-09-01 | 32.5604096422544 |
| 2017-10-01 | 32.5526513558389 |
| 2017-11-01 | 32.5284737342724 |
| 2017-12-01 | 32.6473156941925 |
| 2018-01-01 | 32.6935405950776 |
| 2018-02-01 | 32.7156494086204 |
| 2018-03-01 | 32.6961722867378 |
| 2018-04-01 | 32.9812294134930 |
| 2018-05-01 | 33.0338337151184 |
| 2018-06-01 | 33.1207760314409 |
| 2018-07-01 | 33.0946070004563 |
| 2018-08-01 | 33.0841843034398 |
| 2018-09-01 | 32.8504530689081 |
| 2018-10-01 | 32.9237793523524 |
| 2018-11-01 | 32.9469003303221 |
| 2018-12-01 | 33.0461222089197 |
| 2019-01-01 | 32.8878174980320 |
| 2019-02-01 | 32.8038057510360 |
| 2019-03-01 | 32.9017184669169 |
| 2019-04-01 | 32.9838723717800 |
| 2019-05-01 | 32.9711709286407 |
| 2019-06-01 | 33.0403426304336 |
| 2019-07-01 | 32.9149204710384 |
| 2019-08-01 | 32.9092790134418 |
| 2019-09-01 | 32.9348985302141 |
| 2019-10-01 | 33.0085952623051 |
| 2019-11-01 | 32.9693080850936 |
| 2019-12-01 | 32.8423631431410 |
| 2020-01-01 | 32.8818527676970 |
| 2020-02-01 | 32.8929435322410 |
| 2020-03-01 | 32.7800579005036 |
| 2020-04-01 | 30.4749679713770 |
| 2020-05-01 | 29.6019350388976 |
| 2020-06-01 | 30.0730476594985 |
| 2020-07-01 | 30.5491172618677 |
| 2020-08-01 | 30.7479034226619 |
| 2020-09-01 | 30.9312887852170 |
| 2020-10-01 | 31.2280084126725 |
| 2020-11-01 | 31.0595813570835 |
| 2020-12-01 | 31.0732875817588 |
| 2021-01-01 | 31.0643258245779 |
| 2021-02-01 | 31.1066336973513 |
| 2021-03-01 | 31.0508535623365 |
| 2021-04-01 | 31.2146239101294 |
| 2021-05-01 | 31.1203579212324 |
| 2021-06-01 | 30.9304588212536 |
| 2021-07-01 | 31.1852571044164 |
| 2021-08-01 | 31.0700138109272 |
| 2021-09-01 | 30.9164714128782 |
| 2021-10-01 | 31.0353125855123 |
| 2021-11-01 | 31.0358805420740 |
| 2021-12-01 | 30.8838285354068 |
| 2022-01-01 | 30.8469128928625 |
| 2022-02-01 | 30.9042692843114 |
| 2022-03-01 | 30.8029916722696 |
| 2022-04-01 | 30.3843044400398 |
| 2022-05-01 | 30.6154741826755 |
| 2022-06-01 | 30.5338824827014 |
| 2022-07-01 | 30.6580218209644 |
| 2022-08-01 | 30.6576101386123 |
| 2022-09-01 | 30.8110381139565 |
| 2022-10-01 | 30.7590635954303 |
| 2022-11-01 | 30.7471928606059 |
| 2022-12-01 | 30.7892708310805 |
| 2023-01-01 | 30.7241634214780 |
| 2023-02-01 | 30.7200670623411 |
| 2023-03-01 | 30.8598910889136 |
| 2023-04-01 | 30.7277111858961 |
| 2023-05-01 | 31.0024444209014 |
| 2023-06-01 | 31.2571495288818 |
| 2023-07-01 | 30.8452940872178 |
| 2023-08-01 | 30.9562452639992 |
| 2023-09-01 | 31.0024141897277 |
| 2023-10-01 | 30.9820323867760 |
| 2023-11-01 | 31.0679368711269 |
| 2023-12-01 | 31.0777784019581 |
| 2024-01-01 | 31.3032421837921 |
| 2024-02-01 | 31.4431407516873 |
| 2024-03-01 | 31.6264343317214 |
| 2024-04-01 | 31.4566142692428 |
| 2024-05-01 | 31.3734592930412 |
| 2024-06-01 | 31.4440295245043 |
| 2024-07-01 | 31.3354360770603 |
| 2024-08-01 | 31.4574851702093 |
| 2024-09-01 | 31.4980167627031 |
| 2024-10-01 | 31.7000176142800 |
| 2024-11-01 | 31.7860753596456 |
| 2024-12-01 | 31.8658221281523 |
| 2025-01-01 | 31.9806525428815 |
| 2025-02-01 | 32.0650508333091 |
| 2025-03-01 | 32.1128180365240 |
| 2025-04-01 | 32.1699443110249 |
| 2025-05-01 | 32.1562019188861 |
| 2025-06-01 | 32.1444434937900 |
| 2025-07-01 | 32.3541480948550 |
| 2025-08-01 | 32.4745638173798 |
| 2025-09-01 | 32.1908062161034 |
| 2025-10-01 | 32.0103682665254 |
| 2025-11-01 | 31.7153028380655 |
| 2025-12-01 | 32.0559477931859 |
| 2026-01-01 | 32.0657156936717 |
| 2026-02-01 | 31.6994145834609 |
| 2026-03-01 | 31.6338005590423 |
| 2026-04-01 | 31.8800513549353 |
| 2026-05-01 | 32.2441163389241 |